Issue | #Downvotes for this reason | By |
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keras.wrappers.scikit_learn.KerasClassifier(2) | Automatically created scikit-learn flow. |
keras.wrappers.scikit_learn.KerasClassifier(2)_batch_size | 1000 |
keras.wrappers.scikit_learn.KerasClassifier(2)_build_fn | {"layer0": [["class_name", "Dense"], ["config", {"activation": "relu", "activity_regularizer": null, "batch_input_shape": [null, 784], "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "dtype": "float32", "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_162", "trainable": true, "units": 256, "use_bias": true}]], "layer1": [["class_name", "Dropout"], ["config", {"name": "dropout_107", "noise_shape": null, "rate": 0.2, "seed": null, "trainable": true}]], "layer2": [["class_name", "Dense"], ["config", {"activation": "relu", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_163", "trainable": true, "units": 128, "use_bias": true}]], "layer3": [["class_name", "Dropout"], ["config", {"name": "dropout_108", "noise_shape": null, "rate": 0.2, "seed": null, "trainable": true}]], "layer4": [["class_name", "Dense"], ["config", {"activation": "softmax", "activity_regularizer": null, "bias_constraint": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "mode": "fan_avg", "scale": 1.0, "seed": null}}, "kernel_regularizer": null, "name": "dense_164", "trainable": true, "units": 10, "use_bias": true}]]} |
keras.wrappers.scikit_learn.KerasClassifier(2)_epochs | 1 |
keras.wrappers.scikit_learn.KerasClassifier(2)_verbose | 1 |
0.874 ± 0.0658 Per class Cross-validation details (10-fold Crossvalidation)
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0.7279 ± 0.0782 Per class Cross-validation details (10-fold Crossvalidation)
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0.7013 ± 0.1196 Cross-validation details (10-fold Crossvalidation)
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50223.6962 ± 793.1653 Cross-validation details (10-fold Crossvalidation)
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0.0538 ± 0.0215 Cross-validation details (10-fold Crossvalidation)
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0.1799 ± 0 Cross-validation details (10-fold Crossvalidation)
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70000 Per class Cross-validation details (10-fold Crossvalidation) |
0.7496 ± 0.0536 Per class Cross-validation details (10-fold Crossvalidation)
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0.7313 ± 0.1076 Cross-validation details (10-fold Crossvalidation)
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3.3198 Cross-validation details (10-fold Crossvalidation)
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0.7313 ± 0.1076 Per class Cross-validation details (10-fold Crossvalidation)
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0.2989 ± 0.1195 Cross-validation details (10-fold Crossvalidation)
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0.3 ± 0 Cross-validation details (10-fold Crossvalidation)
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0.2312 ± 0.0461 Cross-validation details (10-fold Crossvalidation)
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0.7707 ± 0.1536 Cross-validation details (10-fold Crossvalidation)
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